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Hey Guys, I'M Experiencing Seemingly Random Problems With The Experiments. There Are 4 Gpus And 8 Workers (2 Workers Per Gpu) , And Sometimes Experiments Randomly Fail (Or Complete) In The Middle Of The Epoch Without Any Additional Info In The Logs. What

hey guys, I'm experiencing seemingly random problems with the experiments. there are 4 GPUs and 8 workers (2 workers per GPU) , and sometimes experiments randomly fail (or complete) in the middle of the epoch without any additional info in the logs. what would be the best way to find out the root problem?

  
  
Posted 4 years ago
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DilapidatedParrot58
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Hi DilapidatedDucks58 ,
Just making sure all 8 works have different worker ids? (you can see 8 in the workers page in the UI)
Also, are they running this docker or venv mode?

  
  
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AgitatedDove14
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it might be that there is not enough space on our SSD, experiments cache a lot of preprocessed data during the first epoch...

  
  
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DilapidatedParrot58
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If that's the case check the free space in the monitoring of the experiment, you will find the free space in GB logged

  
  
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AgitatedDove14
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image

  
  
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DilapidatedDucks58
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Could you verify you have 8 subfolders named 'venv.X' in the cache folder ~/. trains ?

  
  
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AgitatedDove14
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example of the failed experiment

  
  
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DilapidatedParrot58
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docker mode
different ids

  
  
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DilapidatedParrot58
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nice idea, thanks

  
  
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DilapidatedParrot58
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4 years ago
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